AI Circle x Weights & Biases: Serverless RL for Agents
Reinforcement Learning (RL) isn’t new, but it’s having a moment.
As compute constraints ease and agentic systems built on LLMs become more practical, RL is emerging as a powerful (and increasingly accessible) way to train, evaluate, and iterate on complex agent behaviours. From autonomous decision-making to multi-step reasoning and tool use, RL is moving from theory into real production systems.
Join our latest AI Circle event with Weights & Biases to explore how serverless RL is changing the way teams build and scale agentic systems.
Agenda:
15-minute talk + live demo from Edmund Kuras - AI Solutions Manager @ Weights & Biases, covering:
What Serverless RL actually means and why it matters now
How teams are using RL alongside LLMs and agents in practice
Real customer use cases and a short end-to-end demo
Fireside chat with Maxime Labonne, Head of Post Training at Liquid AI. Maxime has been researching the cutting edge of neural networks and recently wrote on optimizing test-time compute and evaluation, as well as improving code quality via LLMs. He’ll be talking about how these ideas translate into practical post-training and evaluation strategies for modern agentic systems.
Fireside hosted by Josephine Parquet (AI Founder and Head of Community @AI Circle).Open Q&A + networking
Who should attend:
ML engineers and applied researchers
Engineers building agentic systems or LLM-powered products
Technical builders curious about practical RL beyond academic examples
No deep RL background required, we’ll keep things grounded in real use cases, trade-offs, and lessons learned.
About the hosts
AI Circle is a global, operator-led community for founders, builders, and teams working at the frontier of AI systems, infrastructure, and applications.
Weights & Biases is the AI developer platform powering the AI industry. AI labs and enterprises from multiple industries — including AstraZeneca, Canva, Cohere, OpenAI, Meta, Snowflake, Square, Toyota, and Wayve — rely on Weights & Biases as their system of record for training and fine-tuning AI models and developing agentic AI applications with confidence. Weights & Biases has been acquired by CoreWeave to deliver the leading AI Cloud Platform — purpose-built to develop, deploy, and iterate AI faster for the world’s leading AI labs and enterprises.